NVIDIA
NVIDIA
TensorRT LLM Develop
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NVIDIA
NVIDIA
TensorRT LLM Develop

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs.

  • LayerLabelCreated
    sha256:210aa847550a2c6816a42c8ba7226ef902fa6d10f3016fa237561a87ecf1258dRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c pip3 install --upgrade --no-cache-dir "protobuf>=4.25.8"
    09/23/2025 4:10 PM UTC
    sha256:573279a08faac33d8885fc1c0b40027b62bcf1c63f84c1c23748131935a24230RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c pip3 install opencv-python-headless --force-reinstall --no-deps --no-cache-dir
    09/23/2025 4:06 PM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c pip3 uninstall -y opencv &&
      rm -rf /usr/local/lib/python3*/dist-packages/cv2/
    09/23/2025 4:05 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PYTORCH_CUDA_ALLOC_CONF=garbage_collection_threshold:0.99999
    09/23/2025 4:05 PM UTC
    sha256:2f4aa1e61d4b791dfc7436c5343db42217d7521869d0d9c5052d1cf5eecd9e8bRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c bash ./install_pytorch.sh $TORCH_INSTALL_TYPE &&
      rm install_pytorch.sh
    09/23/2025 4:05 PM UTC
    sha256:cf3320c285c8ce2d4b49d853ce64d576d13bd67c89a2db99d22fa68d3a28c60fCOPY
    docker/common/install_pytorch.sh install_pytorch.sh
    09/23/2025 4:05 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TORCH_INSTALL_TYPE=skip
    09/23/2025 4:05 PM UTC
    sha256:d23e09f744cfbdb1809446020829b3c3d516ad1f61b5f4ac60f1df22acbe0d98RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c GITHUB_MIRROR=$GITHUB_MIRROR bash ./install_mpi4py.sh &&
      rm install_mpi4py.sh
    09/23/2025 4:05 PM UTC
    sha256:a4258561e16bdb0744e8c1e3d48ae189ae198951b917346af48c5a0b29bd06b5COPY
    docker/common/install_mpi4py.sh install_mpi4py.sh
    09/23/2025 3:52 PM UTC
    sha256:b0175caac9a212744ca97648b94d63d1245f1a27d26071af72cdbafa3703820cRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c bash ./install_polygraphy.sh &&
      rm install_polygraphy.sh
    09/23/2025 3:52 PM UTC
    ...

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